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Machine Learning, Deep learning, Medical Image
Taiwan

Activities

Employment (10)

Tungs' Taichung MetroHarbor Hospital: Taichung, TW

2024-01-01 to 2024-12-31 | Research assistant (Department of Nuclear Medicine)
Employment
Source: Self-asserted source
Chen-Hao Peng

China Medical University: Taichung, TW

2023-02-16 to 2024-10-31 | Research assistant (Department of Biomedical Imaging and Radiological Science)
Employment
Source: Self-asserted source
Chen-Hao Peng

China Medical University Hospital: Taichung, TW

2022-02-01 to 2024-10-31 | Research assistant (Department of Radiation Oncology)
Employment
Source: Self-asserted source
Chen-Hao Peng

Kaohsiung Veterans General Hospital: Kaohsiung City, TW

2024-04-01 to 2024-07-31 | Research assistant ( Department of Radiology)
Employment
Source: Self-asserted source
Chen-Hao Peng

An-Nan Hospital: Tainan City, TW

2023-07-01 to 2024-07-31 | Research assistant (Department of Dermatology)
Employment
Source: Self-asserted source
Chen-Hao Peng

Chia-Yi Christian Hospital: Chiayi City, TW

2022-07-01 to 2023-07-31 | Research assistant (Department of Medical Imaging)
Employment
Source: Self-asserted source
Chen-Hao Peng

Taipei Veterans General Hospital: Taipei, TW

2022-01-01 to 2023-07-31 | Diagnostic Radiology Practicum (Department of Radiology)
Employment
Source: Self-asserted source
Chen-Hao Peng

Taipei Veterans General Hospital: Taipei, TW

2022-01-01 to 2022-07-31 | Radiotherapy Practicum (Department of Oncology)
Employment
Source: Self-asserted source
Chen-Hao Peng

Taipei Veterans General Hospital: Taipei, TW

2022-01-01 to 2022-07-31 | Nuclear Medicine Practicum (Department of Nuclear Medicine)
Employment
Source: Self-asserted source
Chen-Hao Peng

Taipei Veterans General Hospital: Taipei, TW

2022-01-01 to 2022-07-31 | Nuclear Medicine Practicum (Department of Nuclear Medicine)
Employment
Source: Self-asserted source
Chen-Hao Peng

Education and qualifications (2)

China Medical University: Taichung, TW

2023-09-01 to 2024-06-01 | MS (Department of Biomedical Imaging and Radiological Science)
Education
Source: Self-asserted source
Chen-Hao Peng

China Medical University: Taichung, TW

2019-09-01 to 2023-06-01 | BS (Department of Biomedical Imaging and Radiological Science)
Education
Source: Self-asserted source
Chen-Hao Peng

Professional activities (2)

Taiwan Society of MicroBiology: Taichung, TW

2023-12-03 to 2024-12-31 | Student Membership (Applied Microbiology)
Membership
Source: Self-asserted source
Chen-Hao Peng

American Association for Cancer Research: PA, PA, US

2023-10-11 to 2024-12-31 | Associate Membership (Radiation Science and Medicine (RSM))
Membership
Source: Self-asserted source
Chen-Hao Peng

Works (5)

Viscoelastic Mechanical Signature-Based Machine Learning for Assessment of Liver Fibrosis and Its Regression

International Journal of Applied Mechanics
2024-07 | Journal article
Contributors: Zhuo Chang; Guang-Kui Xu; Chen-Hao Peng; Kai-Jung Chen; Wenjia Liu
Source: check_circle
Crossref

Enhancing liver fibrosis diagnosis and treatment assessment: a novel biomechanical markers-based machine learning approach

Physics in Medicine & Biology
2024-06-07 | Journal article
Contributors: Zhuo Chang; Chen-Hao Peng; Kai-Jung Chen; Guang-Kui Xu
Source: check_circle
Crossref

A CNN-based approach with efficient transfer learning improves microRNA-mRNA prediction

Cancer Research
2024-03-22 | Journal article
Part of ISSN: 1538-7445
Contributors: Chen-Hao Peng; Hui-Yu Chen; Da-Chuan Cheng; Eric Y. Chuang; Chien-Yueh Lee
Source: Self-asserted source
Chen-Hao Peng

Impact of Voxel Normalization on a Machine Learning-Based Method: A Study on Pulmonary Nodule Malignancy Diagnosis Using Low-Dose Computed Tomography (LDCT)

Diagnostics
2023-12-18 | Journal article | Author
Part of ISSN: 2075-4418
Contributors: Chia-Chi Hsiao; Chen-Hao Peng; Fu-Zong Wu; Da-Chuan Cheng
Source: Self-asserted source
Chen-Hao Peng
grade
Preferred source (of 3)‎

Impact of Voxel Normalization on Machine Learning-Based Method: A Study on Pulmonary Nodule Malignancy Diagnosis Using Low-Dose Computed Tomography (LDCT)

2023-10-23 | Preprint
Contributors: Chia-Chi Hsiao; Chen-Hao Peng; Fu-Zong Wu; Da-Chuan Cheng
Source: Self-asserted source
Chen-Hao Peng
grade
Preferred source (of 2)‎